AI verifier that audits and corrects another AI's output to prevent hallucinations

AI verifier that audits and corrects another AI's output to prevent hallucinations targets a $12.0B = 4M content & knowledge teams × $3K ACV total addressable market with medium saturation and a year-over-year growth rate of 30% YoY (enterprise AI tooling growth estimate; industry sources/IDC and McKinsey note rapid adoption of generative AI tooling in 2024–2026).

Key trends driving demand: Generative AI adoption — teams increasingly use LLMs to produce content at scale, creating a parallel need for verification to maintain quality and compliance.; Regulatory pressure — emerging AI regulations and industry guidance increase demand for auditable, provable outputs and verification tooling.; Retrieval and evidence-first systems — improvements in retrieval-augmented generation and vector DBs make provenance-driven verification both possible and effective.; Enterprise integration focus — buyers prefer solutions that connect to internal knowledge bases and CMS/CRM systems so checks can use company-specific truth sources..